Is it possible to use the noun audience with both (or both with??? Could you correct it, please?) is and are (as zthe words family, couple etc. do collocate both with is and are)?

The audience shout/shouts for it. => are both of the forms correct?

(I'd be really glad if you corrected my mistakes - feel free to do it :))